US8948242B2 - Encoding device and method and multimedia apparatus including the encoding device - Google Patents
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- US8948242B2 US8948242B2 US13/256,846 US201013256846A US8948242B2 US 8948242 B2 US8948242 B2 US 8948242B2 US 201013256846 A US201013256846 A US 201013256846A US 8948242 B2 US8948242 B2 US 8948242B2
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/169—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding
- H04N19/17—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding the unit being an image region, e.g. an object
- H04N19/176—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding the unit being an image region, e.g. an object the region being a block, e.g. a macroblock
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- H04N19/0009—
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- H04N19/0006—
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- H04N19/00193—
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- H04N19/00278—
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- H04N19/00284—
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/102—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or selection affected or controlled by the adaptive coding
- H04N19/103—Selection of coding mode or of prediction mode
- H04N19/114—Adapting the group of pictures [GOP] structure, e.g. number of B-frames between two anchor frames
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/102—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or selection affected or controlled by the adaptive coding
- H04N19/115—Selection of the code volume for a coding unit prior to coding
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/102—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or selection affected or controlled by the adaptive coding
- H04N19/124—Quantisation
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/134—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
- H04N19/146—Data rate or code amount at the encoder output
- H04N19/152—Data rate or code amount at the encoder output by measuring the fullness of the transmission buffer
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/169—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding
- H04N19/177—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding the unit being a group of pictures [GOP]
Definitions
- the present invention relates to a digital multimedia apparatus, and more particularly, to an encoding device and method capable of efficiently performing video encoding in a multimedia apparatus.
- Video encoders refer to devices which convert video signals conveying a huge amount of data into compressed formats, i.e., bitstreams before storage or transmission of the video signals.
- the video encoders use quantization for video signal compression; the quantization technique converts a value in a particular range by using a quantization parameter in such a way that the value has a smaller range than its original range.
- a constant bit rate (CBR) or a variable bit rate (VBR) may be used according to purpose of use.
- the CBR involves encoding into a predetermined number of bits during a predetermined time.
- the CBR is used when a limited bandwidth or storage medium is used. With the CBR, however, good quality is not guaranteed for an image having a large motion or a complicated image.
- the VBR involves encoding into a predetermined quality regardless of the characteristics of an image.
- the VBR is used when a sufficient bandwidth is used or such a storage medium as a digital video disk (DVD) is used.
- DVD digital video disk
- a bit rate control method is used for encoding into a predetermined number of bits, and a bit rate, i.e., a bit amount, is controlled by properly using a quantization parameter and a frame skip.
- the frame skip means skipping encoding with respect to a particular frame, when necessary.
- bit rate control method for determining a quantization parameter has not yet been standardized. As a result, a bit rate control method may vary from encoder to encoder and the performance of an encoder is much affected by a bit rate control method.
- a conventional bit rate control method may be roughly classified into two methods: one is determining a quantization parameter in proportional to a fullness of a buffer, that is, an occupancy rate of the buffer, and the other is calculating a complexity of an input image and assigning bits in proportional to the calculated complexity.
- the former involves controlling a quantization parameter based on a current buffer state, by taking account of a remaining buffer capacity and a bandwidth of a transmission medium.
- This bit rate control method is generally used in test model 5 (TM5), which pertains to the moving picture experts group (MPEG), and video codec test model, near-term, version 8 (TMN8), which pertains to the video coding experts group (VCEG).
- TM5 test model 5
- TNN8 video codec test model
- VCEG video coding experts group
- the latter involves assigning bits to each unit of encoding and controlling a quantization value depending on a complexity of an image.
- the former method which controls a quantization parameter based on a current buffer state, can be simply implemented, but does not consider an image.
- a target bit amount may be suitable for a certain image, but not for another.
- the large quality change of an image may be offensive to the eyes.
- the latter method which assigns bits considering a complexity of an input image provides good quality while maintaining a desired bit rate, but requires complex pixel-based computations, such as calculation of an average and a variance, to analyze the complexity of the image, thereby lowering encoding speed and increasing memory consumption.
- complex pixel-based computations such as calculation of an average and a variance
- the present invention provides an encoding device and method of using a bit rate control method which accurately predicts a target bit amount, provides excellent quality, and is applicable to a real-time environment based on its simple mechanism, and a multimedia apparatus including the encoding device.
- an encoding device including a group-of-pictures (GOP)-based bit assigning unit assigning a GOP-based bit amount target GOP , a macroblock-based bit assigning unit assigning a macroblock-based bit amount for all macroblocks included in the GOP, a quantizing device checking a current buffer state, determining a quantization parameter (QP) by using an alternating current (AC) coefficient obtained by transforming a macroblock if a buffer occupancy rate is lower than a predetermined limit rate, and performing quantization by using the determined QP, and a variable length coding (VLC) unit performing VLC.
- GOP group-of-pictures
- AAC alternating current
- VLC variable length coding
- the GOP-based bit assigning unit may divide a target bit rate per second target sec by a frame per second fps and multiply a result of the division by a key frame interval I interval , thereby calculating the GOP-based bit amount target GOP .
- the macroblock-based bit assigning unit may assign a bit amount in units of a macroblock each time encoding on the GOP starts, and the macroblock-based bit assigning unit may assign a bit amount to each intra macroblock and each inter macroblock, which are two modes of the macroblock.
- a bit amount target inter — MB of the inter macroblock may be calculated by dividing the GOP-based bit amount target GOP by a sum of the key frame interval I interval and the bit amount ratio Ratio Itop and dividing a result of the division by the number of macroblocks MB_Num present in a single frame.
- the quantizing device may include a predicting and transforming unit for performing intra prediction, inter prediction, and transformation on the macroblock, a QP determining unit for analyzing the AC coefficient obtained by the transformation and for determining the QP, a QP adjusting unit for comparing a current QP with a neighbor QP and adjusting the current QP such that a difference between the current QP and the neighbor QP is within a predetermined threshold, and a quantizing unit for performing quantizing by using the QP.
- a multimedia apparatus including an input unit to which a signal to be encoded is input, an encoding device for performing encoding by quantizing the signal being input to the input unit according to group-of-pictures (GOP)-based bit assignment, macroblock-based bit assignment, and a buffer state, a transmitting unit for transmitting a bitstream encoded by the encoding device, a storing unit for storing the bitstream encoded by the encoding device, and a control unit for controlling the input unit, the encoding device, the transmitting unit, and the storing unit.
- GOP group-of-pictures
- an encoding method including a group-of-pictures (GOP)-based bit assigning operation of assigning a GOP-based bit amount target GOP , a macroblock-based bit assigning operation of assigning a macroblock-based bit amount for all macroblocks included in the GOP according to a mode, a quantizing operation of checking a current buffer state, determining a quantization parameter (QP) by using an alternating current (AC) coefficient obtained by transforming a macroblock if a buffer occupancy rate is lower than a predetermined limit rate, and performing quantization by using the determined QP, and a variable length coding (VLC) operation of performing VLC.
- GOP group-of-pictures
- AAC alternating current
- VLC variable length coding
- the encoding method may further include a buffer checking operation of checking a buffer state prior to the quantizing operation. Subsequently, if the buffer occupancy rate is higher than a predetermined limit rate, the VLC operation is performed skipping the quantization operation.
- the encoding device and method and the multimedia apparatus including the encoding device according to the present invention calculate a GOP-based bit amount target GOP in a simple way, that is, by using a target bit rate per second target sec , a frame per second fps, and a key frame interval I interval , and calculate a macroblock-based bit amount by using a bit amount ratio Ratio Itop of an intra macroblock to an inter macroblock, thereby providing superior bit amount prediction and excellent quality.
- the encoding device and method and the multimedia apparatus according to the present invention predict a bit amount as described above and skip coding in units of a macroblock, when necessary, by checking a buffer state, thereby preventing overflow and thus enabling stable encoding. Consequently, the encoding device and method and the multimedia apparatus according to the present invention can be effectively and stably used in a video encoder which uses a limited bandwidth or a storage medium as an application.
- FIG. 1 is a block diagram of a multimedia apparatus according to an embodiment of the present invention
- FIG. 2 is a detailed block diagram of an encoding device included in the multimedia apparatus shown in FIG. 1 , according to an embodiment of the present invention
- FIG. 3 is a detailed block diagram of a quantizing unit included in the encoding device shown in FIG. 2 , according to an embodiment of the present invention
- FIG. 4 is a flowchart illustrating an encoding method according to another embodiment of the present invention.
- FIG. 5 is a flowchart illustrating in detail an operation of assigning a bit amount in units of a macroblock in the encoding method shown in FIG. 4 , according to an embodiment of the present invention.
- FIG. 6 is a flowchart illustrating in detail an operation of performing quantization in the encoding method shown in FIG. 4 , according to an embodiment of the present invention.
- FIG. 1 is a block diagram of a multimedia apparatus according to an embodiment of the present invention.
- the multimedia apparatus includes an input unit 200 , an encoding device 100 , a transmitting unit 300 , a storing unit 400 , and a control unit 500 .
- a signal to be encoded is input to the input unit 200 by the encoding device 100 .
- the transmitting unit 300 transmits a bitstream, which is output after being encoded by the encoding device 100 .
- the encoding device 100 After controlling a bit amount through group-of-pictures (GOP)-based bit assignment and macroblock-based bit assignment with respect to the signal input to the input unit 200 , the encoding device 100 performs quantization based on a buffer state and performs variable length coding (VLD), thereby performing frame-based encoding.
- the encoding device 100 controls the bit amount by using a target bit rate per second target sec , a frame per second fps, a key frame interval I interval , and a bit amount ratio Ratio Itop of an intra macroblock to an inter macroblock.
- the encoding device 100 can accurately predict a bit amount without suffering from complex computations for analyzing complexity. Moreover, the buffer state is checked before quantization, and the quantization is performed based on a buffer occupancy rate, thereby preventing overflow from occurring due to excessive buffer occupancy and thus enabling smooth encoding.
- the encoding device 100 will be described later in more detail with reference to FIG. 2 .
- the storing unit 400 stores the bitstream which is output after being encoded by the encoding device 100 or stores data required during encoding.
- the control unit 500 controls overall operations of the input unit 200 , the encoding device 100 , the transmitting unit 300 , and the storing unit 400 .
- the encoding device 100 is included in the multimedia apparatus as shown in FIG. 1
- a decoding device may also be included in the multimedia apparatus.
- the multimedia apparatus may also include an output unit (not shown) corresponding to the input unit and a receiving unit (not shown) corresponding to the transmitting unit.
- the multimedia apparatus may accurately predict and control a bit amount, and enable smooth encoding by preventing overflow due to the encoding device 100 which may assign a bit amount in units of a GOP (a GOP-based bit amount) and a bit amount in units of a macroblock (a macroblock-based bit amount) by using several parameters, that is, target sec , fps, I interval , and Ratio Itop , and check a buffer state and performs quantization.
- FIG. 2 is a detailed block diagram of the encoding device 100 included in the multimedia apparatus shown in FIG. 1 , according to an embodiment of the present invention.
- the encoding device 100 includes a GOP-based bit assigning unit 120 , a macroblock-based bit assigning unit 140 , a buffer state checking unit 150 , a quantizing device 160 , and a variable length coding (VLC) unit 170 .
- a GOP-based bit assigning unit 120 the encoding device 100 according to the current embodiment includes a GOP-based bit assigning unit 120 , a macroblock-based bit assigning unit 140 , a buffer state checking unit 150 , a quantizing device 160 , and a variable length coding (VLC) unit 170 .
- VLC variable length coding
- target sec /fps refers to a bit amount per frame and a product of target sec /fps and I interval is a bit amount of all frames within a GOP.
- target GOP represents a bit amount assigned to a single GOP including a key frame.
- the macroblock-based bit assigning unit 140 assigns a bit amount in units of a macroblock after GOP-based bit assignment is performed by the GOP-based bit assigning unit 120 .
- the macroblock-based bit assigning unit 140 assigns a bit amount to each intra macroblock and each inter macroblock in every start of a GOP.
- the bit amount is calculated as below.
- target inter — MB target GOP /( I interval +Ratio Itop ) ⁇ 1/MB_Num (Equation 2)
- target intra — MB target inter — MB ⁇ Ratio Itop (Equation 3)
- target inter — MB represents a bit amount assigned to an inter macroblock
- target intra — MB represents a bit amount assigned to an intra macroblock
- Ratio Itop represents a bit amount ratio of the intra macroblock to the inter macroblock
- MB_Num represents the number of macroblocks included in a frame.
- target GOP /(I interval +Ratio Itop ) is a bit amount per frame determined based on Ratio Itop , and the bit amount per frame is divided by the total number of macroblocks included in a frame, resulting in a bit amount per macroblock.
- Equation 2 is an equation for calculating a bit amount per inter macroblock.
- Equation 3 is an equation for calculating a bit amount per intra macroblock. The calculation of a bit amount per intra macroblock can be easily performed by multiplying the bit amount per inter macroblock, calculated by Equation 2, by Ratio Itop .
- Ratio Itop is first set by using an initial value determined experimentally, and then updated by using an average bit amount ratio of previous inter and intra macroblocks and current Ratio Itop in every start of encoding of a GOP.
- Ratio Itop has to be 1 at a strict constant bit rate, but if an identical bit amount is assigned to an intra mode, that is, an intra macroblock, and an inter mode, that is, an inter macroblock, the quality of an intra frame largely degrades and all the other inter frames in the same GOP may be affected by such quality degradation of the intra frame, thereby deteriorating the quality of all frames. Therefore, it is desirable to assign a larger bit amount to the intra mode than the inter mode.
- Ratio Itop may be preferably 3 ⁇ 4.
- a GOP may be divided into an intra frame or a key frame composed of macroblocks, all of which are intra macroblocks, and an inter frame composed of macroblocks, most of which are inter macroblocks and some of which are intra macroblcoks.
- the buffer state checking unit 150 checks a buffer occupancy rate during encoding.
- the quantizing device 160 performs or does not perform quantization depending on a current buffer state checked by the buffer state checking unit 150 . That is, if a current buffer occupancy rate is lower than a predetermined limit rate, the quantizing device 160 performs transformation on a macroblock to obtain an alternating current (AC) coefficient, determines a quantization parameter (QP) by using the obtained AC coefficient, and then performs quantization by using the determined QP. If the current buffer occupancy rate is higher than the predetermined limit rate, the quantizing device 160 does not perform quantization. In this way, by performing or skipping quantization depending on the buffer state, overflow caused by excessive buffer occupancy can be prevented.
- the quantizing device 160 will be described later in more detail with reference to FIG. 3 .
- the VLC unit 180 performs VLC on the macroblock on which the quantization is performed or skipped, thereby completing encoding with respect to a single macroblock.
- the encoding device 100 calculates a bit amount by using several parameters and checking a buffer state to perform or skip quantization depending on the buffer state, thereby accurately predicting a bit amount and thus providing superior quality, together with stable encoding. Accordingly, the encoding device 100 smartly combines a method of controlling a bit amount based on a buffer state and a method of controlling a bit amount according to a complexity of an input image, and calculates a bit amount by using several parameters, which can be easily predicted and changed, instead of analyzing the complexity for a bit amount calculation, thereby simplifying calculations and thus solving problems related to encoding speed and memory consumption.
- FIG. 3 is a detailed block diagram of the quantizing device 160 included in the encoding device 100 shown in FIG. 2 , according to an embodiment of the present invention.
- the quantizing device 160 includes a predicting and transforming unit 162 , a QP determining unit 164 , a QP adjusting unit 166 , and a quantizing unit 168 .
- the predicting and transforming unit 162 performs intra prediction and inter prediction on a macroblock for motion compensation.
- inter prediction representative examples of which are motion estimation and motion compensation, compresses an image by removing temporal redundancy between pictures.
- Intra prediction reduces spatial redundancy in a frame and is performed to improve the compression efficiency of an intra frame.
- Intra prediction/inter prediction is well known in the technical field of the present invention, and thus will not be described in detail.
- the predicting and transforming unit 162 performs domain transformation prior to quantization.
- the prediction and transforming unit 162 may perform discrete cosine transformation (DCT) or wavelet transformation as domain transformation.
- DCT discrete cosine transformation
- JPEG joint photographic experts group
- MJPEG motion joint photographic experts group
- MPEG moving picture experts group
- DV digital versatile
- the QP determining unit 164 determines a QP by using the AC coefficient obtained through DCT. That is, by performing DCT, a direct current (DC) coefficient and the AC coefficient may be obtained, where the DC coefficient refers to a first coefficient of a low frequency located at the top leftmost of a coefficient block obtained by DCT, that is, a DC component, and the other coefficients of the coefficient block are coefficients of a high frequency, that is, AC coefficients.
- DC coefficient refers to a first coefficient of a low frequency located at the top leftmost of a coefficient block obtained by DCT, that is, a DC component
- the other coefficients of the coefficient block are coefficients of a high frequency, that is, AC coefficients.
- the AC coefficient has, as a variance component, Laplacian distribution which is proportional to a bit amount.
- a macroblock-based bit amount is predicted and a QP is determined based on the predicted macroblock-based bit amount.
- the AC coefficient may be obtained by other transformations, such as wavelet transformation, as well as DCT.
- the QP adjusting unit 166 compares a QP determined by the QP determining unit 164 with a neighbor QP and adjusts the determined QP in such a way that a difference between the determined QP and the neighbor QP is within a predetermined threshold. Even though the QP determining unit 164 determines the QP by using the AC coefficient, a large difference in QP between macroblocks may cause a blocking phenomenon. Therefore, the QP adjusting unit 166 compares the QP of a current macroblock with a QP of a neighbor macroblock and adjust the QP determined by the QP determining unit 164 in such a way that a difference between the determined QP and the QP of the neighbor macroblock is within the predetermined threshold. Macroblock-based QP calculation may increase system complexity, and thus complexity may be properly controlled by periodically changing a QP.
- the quantizing unit 168 performs quantization by using a QP finally determined by the adjustment of the QP adjusting unit 166 .
- the quantization is widely known in this field and thus will not be described in detail.
- the quantizing device 160 may continue or stop quantization on a macroblock depending on a buffer occupancy rate during encoding. Therefore, it is possible to minimize a possibility of overflow due to excessive buffer occupancy.
- FIG. 4 is a flowchart illustrating an encoding method according to another embodiment of the present invention.
- a bit amount is assigned in units of a GOP by using predetermined parameters, for example, target sec , fps, and I interval in operation S 100 .
- the GOP-based bit amount assignment may be performed using Equation 1. After the GOP-based bit amount assignment, a bit amount is assigned in units of a macroblock in operation S 110 .
- the macroblock-based bit amount assignment will be described later in more detail with reference to FIG. 5 .
- a buffer state is checked to determine whether a buffer occupancy rate exceeds a predetermined limit rate. If so, the quantization of operation S 130 is skipped and a macroblock is determined to be a non-coded type in operation S 160 and then VLC is performed on the macroblock in operation S 140 . The quantization of operation S 130 will be described later in more detail with reference to FIG. 6 .
- VLC of operation S 140 it is determined whether the current macroblock is the last macroblock in operation S 150 . If so, encoding of a GOP is ended; otherwise, the process proceeds to operation S 110 to assign a bit amount in units of a macroblock.
- the encoding method easily calculates a bit amount in units of a GOP and a bit amount in units of a macroblock by using several parameters such as target sec , fps, and I interval and performs or skips quantization by checking a buffer state, thereby accurately predicting a bit amount and allowing stable encoding.
- FIG. 5 is a flowchart illustrating in detail operation S 110 of assigning a bit amount in units of a macroblock in the encoding method shown in FIG. 4 , according to an embodiment of the present invention.
- a current macroblock is a first macroblock in a GOP in operation S 112 . If so, a bit amount is assigned in units of a macroblock according to a mode, that is, an intra mode or an inter mode, by using parameters such as target GOP and Ratio Itop in operation S 114 .
- the macroblock-based bit amount assignment may be performed using Equation 2 and Equation 3.
- the process proceeds to operation S 120 of checking a buffer state. That is, the macroblock-based bit amount assignment is performed on all macroblocks included in a GOP at the start of the GOP. After completion of VLC of operation S 140 in FIG. 4 , it is determined whether a current macroblock is the last macroblock in operation S 150 . If not, the process proceeds to operation S 112 where the current macroblock is the first macroblock in the GOP,
- FIG. 6 is a flowchart illustrating in detail operation S 130 of performing quantization in the encoding method shown in FIG. 4 , according to an embodiment of the present invention.
- inter prediction/intra prediction and transformation are performed in operation S 132 .
- a QP is determined in operation S 134 .
- a current QP is adjusted in such a way that a difference between the current QP and a neighbor QP is within a predetermined threshold in operation S 136 .
- Quantization is performed by using the determined QP in operation S 138 . Such quantization has already been described with reference to FIG. 3 , and thus will not be described in detail. Operation S 130 of performing quantization may be skipped depending on a buffer occupancy rate as described above.
- the present invention relates to a digital multimedia apparatus, and more particularly, to an encoding device and method capable of efficiently performing video encoding in a multimedia apparatus.
- the encoding device and method and the multimedia apparatus including the encoding device according to the present invention calculate a GOP-based bit amount target GOP in a simple way, that is, by using a target bit rate per second target sec , a frame per second fps, and a key frame interval I interval , and calculate a macroblock-based bit amount by using a bit amount ratio Ratio Itop of an intra macroblock to an inter macroblock, thereby providing superior bit amount prediction and excellent quality.
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Abstract
Description
targetGOP=(targetsec/fps)×I interval (Equation 1),
targetinter
targetintra
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Also Published As
Publication number | Publication date |
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WO2010107237A2 (en) | 2010-09-23 |
WO2010107237A3 (en) | 2010-12-09 |
JP2012521141A (en) | 2012-09-10 |
KR20100104864A (en) | 2010-09-29 |
CN102356636A (en) | 2012-02-15 |
KR101060495B1 (en) | 2011-08-30 |
US20120002724A1 (en) | 2012-01-05 |
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